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Autonomous AI: A Glimpse of Future Promise... and Present Danger

Everyone's excited about AI these days. From writing amazing stories to creating stunning images, large language models (LLMs) have really grabbed our attention. But beyond the impressive achievements of a chatbot, there's a bigger, more ambitious area in AI that's starting to show up:

Generate Diverse Synthetic Data for LLMs with Topic Trees

When fine-tuning large language models (LLMs), the quality and diversity of your training data are crucial. However, a common pitfall is generating repetitive examples; calling an LLM with similar prompts multiple times often yields very similar results, which does not lead to robust model improvements. To build truly capable and

What is AI Thinking when it's Lying to your Face?

Most of us are aware of that sometimes frustrating and potentially unsettling phenomenon in AI known as "hallucinations." This happens when an AI makes up information or facts that aren't real or grounded in the provided data. I recently had an experience with this that was

The Hidden Features That Make Cat Photos Sell Like Crazy

It's no secret that cat photos dominate the internet. They generate engagement like almost nothing else. But what if we could move beyond intuition and gain a deeper understanding of the data behind their viral success? That's exactly what we set out to do. Out of

From Chatbots to Smart Workers: Climbing the Vertical AI Ladder

Meta Turned Your Phone Into a Spy—Here’s How

Meta just proved they'll do absolutely anything to track you. Here's how they turned your own phone against you. Let me be crystal clear: what Meta did with localhost tracking isn't just a "privacy concern" or an "oversight." It'

The Hidden Vulnerability: Why 2FA is Crucial and Magic Links Aren't Magic

Newsfeed Prompt

**AI News Feed Management System - Complete Instructions** 1. **Get User's News Interests:** - Ask user what companies/topics they want news from (e.g., "OpenAI", "Google AI", "Microsoft AI", "Tesla", etc.) Get User's News Interests: FIRST: Check

Build your own Reuters using Claude MCP w/o Code in 10 minutes

Navigating the constant flow of information in your industry, or even just keeping up with topics you care about, can feel like an impossible challenge these days. News comes at us from literally everywhere: newsletters, TV, Google searches, news aggregators, AI tools like ChatGPT, and even just casual conversations. While

5 Marketing Use Cases You can try with AI & MCP Right Now

I frequently discuss emerging trends in AI here on my blog, and one that's truly transforming the AI economy is Model-Context Protocol, or MCP. This isn't just another buzzword; imagine an AI that can orchestrate almost every digital service you use daily – think your email, cloud

EchoLeak: The Zero-Click AI Vulnerability That Shook Microsoft Copilot – Analysis & Lessons

How I Stopped Manually Chasing Invoices and Let AI Do It (with Nanobrowser)

Many of us — accountants and business owners alike — are familiar with the process of collecting invoices for every expense in order to maintain clean and complete bookkeeping records. Frankly, it's a task I hate. Sometimes, this process is simple. You might forward an invoice email, and your bookkeeping

Why MCP Doesn’t Scale as You Might Think

You may have heard a lot about something called Model Context Protocol (MCP) in recent days and weeks, both in the news and here on Medium. This technology is becoming so widespread that it feels like almost every company with a digital product is getting worried about missing out and

Is Copyright's Protection Gone?

Over the past couple of years, there has been an explosion in AI, particularly in the form of LLMs such as GPT and Gemini, which have spread to nearly every aspect of our digital lives. However, as these applications multiply, so does an underlying concern: the increasing risk of copyright